Tag: Data

Deep Learning And Neural Networks

While Artificial Intelligence (AI) is about machines doing tasks that typically require human intelligence, and Machine Learning (ML) about machines learning by experience and acquiring skills without human involvement,  Deep Learning (DL) is about mimicking how the human brain works. DL, a part of ML methods based on Artificial Neural Networks (ANN or just NN),…

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K-Means Explained

K-Means, a method of vector quantization that is popular for cluster analysis in data mining, is about choosing the number of clusters, selecting the centroids (not necessarily from the dataset) at random K points, assigning each data point to the closest centroid (forming K clusters), computing and placing the new centroids of each cluster, reassigning…

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Data Science In Healthcare

Healthcare is a promising industry for implementing Data Science solutions. Years before the rise of IT departments in the hospitals, the patients’ data were collected and stored, and each client had an archive file describing his health history. This data is highly valuable for improving diagnosis, analyzing symptoms, and making it easier for medical professionals to…

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